Datasets:
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license: cc-by-nc-nd-4.0
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license: cc-by-nc-nd-4.0
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task_categories:
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- object-detection
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- image-classification
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tags:
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- garbage
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- image
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- smart city
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- computer vision
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- environment
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size_categories:
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- 1K<n<10K
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# Outdoor Garbage - Smart Cities Dataset
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Dataset comprises **5,000+** images of trash cans captured in various outdoor environments at different times of day and under diverse weather conditions. This extensive collection is designed for research in **waste classification** and **detection methods**, researchers can advance their capabilities in **deep learning** and **machine learning** applications, specifically in the areas of **image recognition** and **instance segmentation**.
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By utilizing this dataset, researchers can enhance **recommendation systems**, optimize processes, and automate the operations of community services in **smart cities**. - **[Get the data](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor-garbage)**
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# Example of the data
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Each image in the dataset is accompanied by an XML annotation that provides detailed information about the types of trash bins and their respective capacities: full, empty, or scattered. The dataset is particularly valuable for developing and testing segmentation models and detection performances in real-world scenarios.
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# 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor-garbage) to discuss your requirements and pricing options.
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The dataset supports various image classification and object detection tasks, enabling researchers and developers to enhance their understanding of waste management systems and improve litter detection technologies.
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# 🌐 [UniData]https://unidata.pro/datasets/outdoor-garbage/?utm_source=huggingface&utm_medium=cpc&utm_campaign=outdoor-garbage) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects
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